Introduction to Tensor Methods

MEGA DatA, EECS, University of California, Irvine, CA 92697

Tensor Methods in Machine Learning

Blogs posted by Rong Ge

Advances in Nonconvex Optimization

Discussion about tensor method on Quora

Learning in High Dimensions

Interview with David Beyer O`Reilly Podcast

Simple Quiz on Tensors

Let us see how much you know about tensors!

Machine Learning Summer School 2014

Importance of tensor methods in learning latent variable models.

SIAM Summer School 2010

Charlie Van Loan's lecture

Overview Papers on Tensors

  • Tensor Decompositions for Learning Latent Variable Models [Link] 
  • Tensor Decompositions and Applications [Link] 
  • Software

    More applications using tensor methods